Name
Title | ||
|---|---|---|
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System |
Abstract | ||
|---|---|---|
We present a new information extraction system that can automatically construct temporal event graphs from a collection of news documents from multiple sources, multiple languages (English and Spanish for our experiment), and multiple data modalities (speech, text, image and video). The system advances state-of-the-art from two aspects: (1) extending from sentence-level event extraction to cross-document cross-lingual cross-media event extraction, coreference resolution and temporal event tracking; (2) using human curated event schema library to match and enhance the extraction output. We have made the dockerlized system publicly available for research purpose at GitHub(1), with a demo video(2). |
Year | DOI | Venue |
|---|---|---|
2021 | 10.18653/v1/2021.naacl-demos.16 | 2021 CONFERENCE OF THE NORTH AMERICAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: HUMAN LANGUAGE TECHNOLOGIES: DEMONSTRATIONS (NAACL-HLT 2021) |
DocType | Citations | PageRank |
Conference | 0 | 0.34 |
References | Authors | |
0 | 10 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Haoyang Wen | 1 | 5 | 2.49 |
| Ying Lin | 2 | 0 | 0.68 |
| Tuan Manh Lai | 3 | 5 | 1.73 |
| Xiaoman Pan | 4 | 5 | 1.48 |
| S Li | 5 | 0 | 0.68 |
| Xudong Lin | 6 | 5 | 2.77 |
| Ben Zhou | 7 | 6 | 2.46 |
| Manling Li | 8 | 8 | 7.89 |
| H Wang | 9 | 0 | 0.34 |
| H Zhang | 10 | 0 | 0.34 |